Australia's incoming Prime Minister Tony Abbott said his conservative administration would move quickly to cut taxes and take swift action to boost the slowing economy as a long mining boom fades.

Sticking closely to the campaign script that won him Saturday's national elections, Mr. Abbott also used his first day as prime minister-elect to restate his promise to scrap an unpopular tax on carbon emissions and to curb the rising tide...